| pip install transformers | |
| import streamlit as st | |
| from transformers import AutoTokenizer, AutoModelForSequenceClassification | |
| model_name = "peace4ever/roberta-large-finetuned-mongolian_v4" | |
| tokenizer = AutoTokenizer.from_pretrained(model_name) | |
| model = AutoModelForSequenceClassification.from_pretrained(model_name) | |
| text = st.text_area("Өгүүлбэр оруулна уу?") | |
| encoded_input = tokenizer(text, return_tensors="pt") | |
| output = model(**encoded_input) | |
| st.json(output) | |